papers

Publications (46)

cs.HC2025

Conflect: Designing Reflective Thinking-Based Contextual Privacy Policy for Mobile Applications

Shuning Zhang, Sixing Tao, Eve He +5

Privacy policies are lengthy and complex, leading to user neglect. While contextual privacy policies (CPPs) present information at the point of risk, they may lack engagement and d…

cs.HC2025

PrivWeb: Unobtrusive and Content-aware Privacy Protection For Web Agents

Shuning Zhang, Yutong Jiang, Rongjun Ma +5

While web agents gained popularity by automating web interactions, their requirement for interface access introduces significant privacy risks that are understudied, particularly f…

cs.LG2026

ModalImmune: Immunity Driven Unlearning via Self Destructive Training

Rong Fu, WeiZhi Tang, Ziming Wang +6

Multimodal systems are vulnerable to partial or complete loss of input channels at deployment, which undermines reliability in real-world settings. This paper presents ModalImmune,…

cs.HC2025

Exploring Collaboration Patterns and Strategies in Human-AI Co-creation through the Lens of Agency: A Scoping Review of the Top-tier HCI Literature

Shuning Zhang, Hui Wang, Xin Yi

As Artificial Intelligence (AI) increasingly becomes an active collaborator in co-creation, understanding the distribution and dynamic of agency is paramount. The Human-Computer In…

cs.HC2026

Investigating Novice Researchers' Perceptions of Research Privacy Within LLM-Assisted Workflows

Shuning Zhang, Changxi Wen, Eve He +4

Large Language Model (LLMs)-assisted scholarly workflows introduce critical privacy and intellectual property risks. As a uniquely vulnerable cohort driven by publication pressure…

cs.HC2025

Commenotes: Synthesizing Organic Comments to Support Community-Based Fact-Checking

Shuning Zhang, Linzhi Wang, Dai Shi +7

Community-based fact-checking is promising to reduce the spread of misleading posts at scale. However, its effectiveness can be undermined by the delays in fact-check delivery. Not…